Triple

T10821106
Position Surface form Disambiguated ID Type / Status
Subject Girl Genius E255370 entity
Predicate inUniverseFamily P95919 FINISHED
Object Heterodyne family
The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
E888118 NE FINISHED

How this triple was built (5 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Heterodyne family | Statement: [Girl Genius, inUniverseFamily, Heterodyne family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Heterodyne family
Context triple: [Girl Genius, inUniverseFamily, Heterodyne family]
  • A. superheterodyne receiver
    The superheterodyne receiver is a radio receiver architecture that improves selectivity and sensitivity by converting incoming radio signals to a fixed intermediate frequency before final detection.
  • B. E-band systems
    E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
  • C. Huber-Dyson
    Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
  • D. APS-137 radar family
    The APS-137 radar family is a series of maritime surveillance and anti-submarine warfare radars used on military aircraft for long-range surface search and tracking.
  • E. Hertzian waves
    Hertzian waves are early experimentally demonstrated electromagnetic waves that confirmed James Clerk Maxwell’s theory of electromagnetism and paved the way for modern radio communication.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Heterodyne family
Triple: [Girl Genius, inUniverseFamily, Heterodyne family]
Generated description
The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Heterodyne family
Target entity description: The Heterodyne family is a legendary clan of eccentric, genius inventors and adventuring heroes central to the steampunk webcomic series "Girl Genius."
  • A. superheterodyne receiver
    The superheterodyne receiver is a radio receiver architecture that improves selectivity and sensitivity by converting incoming radio signals to a fixed intermediate frequency before final detection.
  • B. E-band systems
    E-band systems are high-frequency millimeter-wave communication platforms operating roughly in the 60–90 GHz range, commonly used for high-capacity wireless backhaul and point-to-point links.
  • C. Huber-Dyson
    Huber-Dyson is the surname of Verena Huber-Dyson, a Swiss-American mathematician and logician known for her work in group theory and the foundations of mathematics.
  • D. APS-137 radar family
    The APS-137 radar family is a series of maritime surveillance and anti-submarine warfare radars used on military aircraft for long-range surface search and tracking.
  • E. Hertzian waves
    Hertzian waves are early experimentally demonstrated electromagnetic waves that confirmed James Clerk Maxwell’s theory of electromagnetism and paved the way for modern radio communication.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: inUniverseFamily
Context triple: [Girl Genius, inUniverseFamily, Heterodyne family]
  • A. inUniverseFamilyName
    Indicates that an entity has a specific family surname within a particular fictional or narrative universe.
  • B. inUniverseOrganization
    Indicates that an organization exists and operates within a specified fictional or narrative universe.
  • C. inUniverse
    Indicates that one entity exists, occurs, or is set within the fictional or conceptual universe defined by another entity.
  • D. inUniverseOrigin
    Indicates that one entity originates from, or has its source within, the fictional universe or setting defined by another entity.
  • E. inUniverseOwner
    Indicates that one entity is the canonical or official owner of another entity within a specific fictional or defined universe or continuity.
  • F. None of above. chosen

Provenance (7 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa8081448190a9324184f2bd1c26 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d73449eee88190afa52c4e6ef96baa completed April 9, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69de8578428c8190a25d9008881d0114 completed April 14, 2026, 6:20 p.m.
NEDg Description generation batch_69de8e6f3fac8190bcd1675978d6d6d7 completed April 14, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69de8fa679cc81909cb51035e5403ce9 completed April 14, 2026, 7:04 p.m.
PD Predicate disambiguation batch_69d70d1bf3648190b36fa96ea018e0dc completed April 9, 2026, 2:21 a.m.
PDg Predicate description generation batch_69d7101c96708190808fef73199e8482 completed April 9, 2026, 2:34 a.m.
Created at: April 8, 2026, 9:18 p.m.